Scholar
Rolf Krause
Google Scholar ID: aXLCx4wAAAAJ
Full Professor, KAUST
Numerical Solution of PDEs
Machine Learning
Multigrid/Domain Decomposition
Contact Problems
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Citations & Impact
All-time
Citations
2,890
H-index
27
i10-index
94
Publications
20
Co-authors
55
list available
Publications
11 items
Second-order optimization of variable projection SVM models and road abnormality detection
2026
Cited
0
Numerical Simulation of Transdermal Insulin Delivery Using a Coated Microneedle in a 2D Skin Model
2026
Cited
0
A Non-Monotone Preconditioned Trust-Region Method for Neural Network Training
2026
Cited
0
Protect the Brain When Treating the Heart: A Convolutional Neural Network for Detecting Emboli
2026
Cited
0
Cell Behavior Video Classification Challenge, a benchmark for computer vision methods in time-lapse microscopy
2026
Cited
0
Multi-Preconditioned LBFGS for Training Finite-Basis PINNs
2026
Cited
0
Layer-Parallel Training for Transformers
2026
Cited
0
Adaptive Multidimensional Quadrature on Multi-GPU Systems
2025
Cited
0
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Co-authors
5 total
Simone Pezzuto
Università degli Studi di Trento
Daniel Ruprecht
Hamburg University of Technology
Alena Kopaničáková
Toulouse INP, IRIT, ANITI
Robert Speck
Jülich Supercomputing Centre, Forschungszentrum Jülich
Barbara Wohlmuth
Proefssorin für Mathematik, TU München
